Concepedia

Gabriel Michau

GM

12

Publications

714

Citations

12

H-Index

2016

Active since

Affiliations

ETH Zurich(Current)

General Electric (Switzerland)

Queensland University of Technology

ZHAW Zurich University of Applied Sciences

ABB (Switzerland)

Gabriel Michau is an author at ETH Zurich specializing in data science, engineering, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDiagnosisDeep LearningFault DiagnosisPattern RecognitionSystems EngineeringKnowledge Discovery

Publications per year

2016–2022

12

Publications

12

Domain Adaptive Transfer Learning for Fault Diagnosis

Qin Wang, Gabriel Michau, Olga Fink · 2019 · 134 citations

Artificial Intelligence, Fault Diagnosis, Engineering +19

Unsupervised transfer learning for anomaly detection: Application to complementary operating condition transfer

Gabriel Michau, Olga Fink · Knowledge-Based Systems · 2021 · 127 citations · Full text

Fully learnable deep wavelet transform for unsupervised monitoring of high-frequency time series

Gabriel Michau, Gaëtan Frusque, Olga Fink · Proceedings of the National Academy of Sciences · 2022 · 104 citations · Full text

Unsupervised Monitoring, Wavelet Coefficients, Engineering +18

Missing-Class-Robust Domain Adaptation by Unilateral Alignment

Qin Wang, Gabriel Michau, Olga Fink · IEEE Transactions on Industrial Electronics · 2020 · 68 citations · Full text

Bluetooth Data in an Urban Context: Retrieving Vehicle Trajectories

Gabriel Michau, Alfredo Nantes, Ashish Bhaskar et al. · IEEE Transactions on Intelligent Transportation Systems · 2017 · 55 citations

Location Tracking, Engineering, Data Science +11

Rows per page

1–5 of 12